Dr. Hidenori Sasaki
Hidenori Sasaki received the Ph.D. degree in engineering from Hokkaido University, Sapporo, Japan in 2021. He was an Engineer with the Advanced Technology Research and Development Center of Mitsubishi Electric, Amagasaki, Japan. He has been a Lecturer with Hosei University, Tokyo, Japan since 2021. His research interests include the design optimization of electrical systems, topology optimization, and machine learning for electromagnetics.
Presentation: Accelerating topology optimization of interior permanent magnet synchronous motor using deep generative models
The presentation reports on the simultaneous parameters and topology optimization (PTO) method for rotating machines using a deep generative mode. The search space is compressed in low dimension using a variational autoencoder to achieve acceleration of PTO. This presentation describes the results of applying the proposed method to an interior permanent magnet synchronous motor and future prospects.